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RamanEbrahimi
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scientific-schematics

Convert natural language descriptions into scientific diagrams with iterative refinement.

3|Updated Apr 17, 2026
Search Tags:#AI-driven#diagram generation#iterative refinement#publication quality#document types
One-click install
npx skills add https://github.com/RamanEbrahimi/raman-marketplace --skill scientific-schematics-ramanebrahimi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: scientific-schematics
Source: https://github.com/RamanEbrahimi/raman-marketplace/tree/main/plugins/agentic-research/skills/scientific-skills/scientific-schematics
Command: npx skills add https://github.com/RamanEbrahimi/raman-marketplace --skill scientific-schematics-ramanebrahimi

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) components.

What problem does it solve?

This Skill simplifies the process of creating scientific diagrams by utilizing AI-driven generation and iterative refinement.

Core Features & Use Cases

  • AI Diagram Generation: Convert natural language descriptions into publication-quality diagrams.
  • Quality Refinement: AI-driven smart iteration for refining the generated diagram to meet specified standards.
  • Document-Type Awareness: Tailors quality standards to document types such as journals, conferences, and presentations.

Quick Start

Describe your diagram in natural language and run the command: generate_schematic.py "Your diagram description" -o output.png

Frequently Asked Questions about scientific-schematics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate scientific diagrams from text descriptions?▼

You can generate scientific diagrams from text descriptions by inputting natural language into an AI-driven tool that converts the text into visual representations with iterative quality refinement.

Can I create publication quality diagrams for different document types?▼

Yes, you can create publication quality diagrams tailored to specific document types such as journals, conferences, and presentations using AI generation with built-in quality refinement.

What is the best way to refine AI generated diagrams for accuracy?▼

The best way to refine AI generated diagrams for accuracy is using an iterative refinement process that applies smart quality checks until the visual representation meets specified standards.

Do I need an OpenRouter API key to generate schematics from natural language?▼

Yes, you need an OpenRouter API key and AI generation libraries to convert natural language descriptions of scientific diagrams into visual representations.

Does AI diagram generation work with standard image output formats like PNG?▼

Yes, AI diagram generation works with standard image output formats like PNG, allowing you to execute generation scripts and directly save the visual representation to an output file.

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